Gaussian Markov Random Fields: Theory and Applications - Brossura

Rue, Havard; Held, Leonhard

Brossura

ISBN 10: 1032477903 ISBN 13: 9781032477909

Casa editrice: Chapman and Hall/CRC, 2023

Riassunto

Gaussian Markov Random Field (GMRF) models are most widely used in spatial statistics - a very active area of research in which few up-to-date reference works are available. This is the first book on the subject that provides a unified framework of GMRFs with particular emphasis on the computational aspects. This book includes extensive case-studies and, online, a c-library for fast and exact simulation. With chapters contributed by leading researchers in the field, this volume is essential reading for statisticians working in spatial theory and its applications, as well as quantitative researchers in a wide range of science fields where spatial data analysis is important.

Su questo libro

Informazioni sull'autore

Havard Rue, Leonhard Held

Dettagli dell'edizione

• Editore: Chapman and Hall/CRC
• Data di pubblicazione: 2023
• Lingua: Inglese
• ISBN 10: 1032477903
• ISBN 13: 9781032477909
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 280
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania